When AI recommends parts, make it recommend yours.
PistonsAI plugs aftermarket catalogs into Claude, ChatGPT and Copilot, so every parts question gets a fitment-verified answer with live pricing and a link to your store.
Fitment-verified answers, live pricing and your checkout, inside every AI assistant.
- Fitment checkedfor the exact truck
- Live priceand stock
- Your checkoutwith tracked referral
A builder asks. Your part answers.
- A builder asks any AI assistantIn plain English, the way they’d ask a friend at the shop.
- The assistant calls PistonsAIWe’re connected through MCP, the open standard AI assistants use to reach live data.
- We check fitment, price and stockAcross partner catalogs, for that exact year, make, model and goal.
- The answer links to your storeYour part, your checkout. We track the referral and report on it.
Right now, AI answers from memory.
Builders already ask AI assistants what fits their vehicle. Without a live parts connection, the answer is a guess.
- No fitment check
- No price or stock
- No way to buy
The builder leaves with nothing, and no brand makes the sale.
Buyers are moving to AI. Specialty parts aren’t connected yet.
AI assistants now connect to live stores and data through MCP. General retail is wiring in fast. The specialty aftermarket has no layer of its own.
One layer for every kind of build.
Fitment rules change with every genre. A lift kit question and a stance question need different answers. PistonsAI knows the difference.
search_partsFind parts by vehicle, category and goalcheck_fitmentConfirm a part fits before checkoutget_pricingLive price and stock across suppliersget_build_planPhased build plans that fit a budgetfind_installerShops near the builderget_vehicle_specsBolt patterns, axles and geometryRun a fitment check.
Pick a vehicle and a category to see the kind of answer an AI assistant gets back from PistonsAI.
Sample results with example pricing.
Put your catalog in the answer.
Standard
- Featured placement in 1 category
- Catalog and fitment onboarding
- Monthly performance report
Premium
- Top-3 placement in 3 categories
- Catalog and fitment onboarding
- Monthly performance report
Exclusive
- #1 placement across your categories
- Brand highlight in AI answers
- Priority onboarding
Swipe to compare tiers
Every tier includes a commission split on referred sales. Pay annually and save 15%.
Founding partner spots are open.
- Chris Hamilton, founder of PistonsAI and Pistons & Ink LLC.
- Editor-in-Chief, Engaged Media Auto Division. Street Trucks, Diesel World, C10 Builder’s Guide, TREAD and more.
- 1.1M+ reach across automotive social channels.
- Years on the SEMA floor with the brands that build this industry.
- Built in-house. The server, the data layer and this site.